Deep Metric Learning via Lifted Structured Feature Embedding.
Hyun Oh SongYu XiangStefanie JegelkaSilvio SavaresePublished in: CVPR (2016)
Keyphrases
- metric learning
- maximum variance unfolding
- multiple features
- distance metric
- distance metric learning
- pairwise
- learning tasks
- machine learning and pattern recognition
- semi supervised
- multi task
- dimensionality reduction
- distance function
- feature space
- semi supervised clustering
- feature vectors
- nonlinear dimensionality reduction
- semi supervised learning
- pattern recognition
- mahalanobis metric
- feature set
- preprocessing step
- high dimensional data
- nearest neighbor
- domain knowledge
- machine learning
- data mining